Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 74 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 97.8 KiB |
| Average record size in memory | 100.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Numeric | 2 |
| Text | 9 |
| Categorical | 1 |
salary has 68 (6.8%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
ip_address has unique values | Unique |
Reproduction
| Analysis started | 2024-10-29 02:38:32.846633 |
|---|---|
| Analysis finished | 2024-10-29 02:38:34.448124 |
| Duration | 1.6 second |
| Software version | ydata-profiling vv4.11.0 |
| Download configuration | config.json |
Variables
| Distinct | 995 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
| Minimum | 2016-02-03 00:01:00 |
|---|---|
| Maximum | 2016-02-03 23:59:55 |
Histogram with fixed size bins (bins=50)
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 50.95 |
| Q1 | 250.75 |
| median | 500.5 |
| Q3 | 750.25 |
| 95-th percentile | 950.05 |
| Maximum | 1000 |
| Range | 999 |
| Interquartile range (IQR) | 499.5 |
Descriptive statistics
| Standard deviation | 288.81944 |
|---|---|
| Coefficient of variation (CV) | 0.57706181 |
| Kurtosis | -1.2 |
| Mean | 500.5 |
| Median Absolute Deviation (MAD) | 250 |
| Skewness | 0 |
| Sum | 500500 |
| Variance | 83416.667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1000 | 1 | 0.1% |
| 1 | 1 | 0.1% |
| 2 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 4 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 961 | 1 | 0.1% |
| 962 | 1 | 0.1% |
| Other values (990) | 990 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1000 | 1 | |
| 999 | 1 | |
| 998 | 1 | |
| 997 | 1 | |
| 996 | 1 | |
| 995 | 1 | |
| 994 | 1 | |
| 993 | 1 | |
| 992 | 1 | |
| 991 | 1 |
first_name
Text
| Distinct | 198 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 5.639 |
| Min length | 0 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Amanda |
|---|---|
| 2nd row | Albert |
| 3rd row | Evelyn |
| 4th row | Denise |
| 5th row | Carlos |
| Value | Count | Frequency (%) |
| samuel | 11 | 1.1% |
| peter | 11 | 1.1% |
| mark | 11 | 1.1% |
| cheryl | 10 | 1.0% |
| stephen | 10 | 1.0% |
| marie | 10 | 1.0% |
| jack | 10 | 1.0% |
| dennis | 10 | 1.0% |
| norma | 10 | 1.0% |
| alice | 9 | 0.9% |
| Other values (187) | 882 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 631 | 11.2% |
| e | 610 | 10.8% |
| n | 457 | 8.1% |
| r | 436 | 7.7% |
| i | 409 | 7.3% |
| l | 319 | 5.7% |
| h | 268 | 4.8% |
| o | 262 | 4.6% |
| t | 222 | 3.9% |
| y | 194 | 3.4% |
| Other values (35) | 1831 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5639 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 631 | 11.2% |
| e | 610 | 10.8% |
| n | 457 | 8.1% |
| r | 436 | 7.7% |
| i | 409 | 7.3% |
| l | 319 | 5.7% |
| h | 268 | 4.8% |
| o | 262 | 4.6% |
| t | 222 | 3.9% |
| y | 194 | 3.4% |
| Other values (35) | 1831 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5639 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 631 | 11.2% |
| e | 610 | 10.8% |
| n | 457 | 8.1% |
| r | 436 | 7.7% |
| i | 409 | 7.3% |
| l | 319 | 5.7% |
| h | 268 | 4.8% |
| o | 262 | 4.6% |
| t | 222 | 3.9% |
| y | 194 | 3.4% |
| Other values (35) | 1831 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5639 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 631 | 11.2% |
| e | 610 | 10.8% |
| n | 457 | 8.1% |
| r | 436 | 7.7% |
| i | 409 | 7.3% |
| l | 319 | 5.7% |
| h | 268 | 4.8% |
| o | 262 | 4.6% |
| t | 222 | 3.9% |
| y | 194 | 3.4% |
| Other values (35) | 1831 |
last_name
Text
| Distinct | 247 |
|---|---|
| Distinct (%) | 24.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 10 |
|---|---|
| Median length | 9 |
| Mean length | 6.093 |
| Min length | 3 |
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Jordan |
|---|---|
| 2nd row | Freeman |
| 3rd row | Morgan |
| 4th row | Riley |
| 5th row | Burns |
| Value | Count | Frequency (%) |
| barnes | 10 | 1.0% |
| willis | 9 | 0.9% |
| shaw | 9 | 0.9% |
| patterson | 9 | 0.9% |
| lane | 8 | 0.8% |
| henderson | 8 | 0.8% |
| gonzalez | 8 | 0.8% |
| dixon | 8 | 0.8% |
| jackson | 8 | 0.8% |
| medina | 8 | 0.8% |
| Other values (237) | 915 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 663 | 10.9% |
| r | 559 | 9.2% |
| n | 521 | 8.6% |
| a | 451 | 7.4% |
| o | 426 | 7.0% |
| l | 391 | 6.4% |
| s | 388 | 6.4% |
| i | 323 | 5.3% |
| t | 209 | 3.4% |
| d | 165 | 2.7% |
| Other values (36) | 1997 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6093 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | 10.9% |
| r | 559 | 9.2% |
| n | 521 | 8.6% |
| a | 451 | 7.4% |
| o | 426 | 7.0% |
| l | 391 | 6.4% |
| s | 388 | 6.4% |
| i | 323 | 5.3% |
| t | 209 | 3.4% |
| d | 165 | 2.7% |
| Other values (36) | 1997 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6093 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | 10.9% |
| r | 559 | 9.2% |
| n | 521 | 8.6% |
| a | 451 | 7.4% |
| o | 426 | 7.0% |
| l | 391 | 6.4% |
| s | 388 | 6.4% |
| i | 323 | 5.3% |
| t | 209 | 3.4% |
| d | 165 | 2.7% |
| Other values (36) | 1997 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6093 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 663 | 10.9% |
| r | 559 | 9.2% |
| n | 521 | 8.6% |
| a | 451 | 7.4% |
| o | 426 | 7.0% |
| l | 391 | 6.4% |
| s | 388 | 6.4% |
| i | 323 | 5.3% |
| t | 209 | 3.4% |
| d | 165 | 2.7% |
| Other values (36) | 1997 |
email
Text
| Distinct | 985 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 28 |
| Mean length | 20.632 |
| Min length | 0 |
Unique
| Unique | 984 ? |
|---|---|
| Unique (%) | 98.4% |
Sample
| 1st row | ajordan0@com.com |
|---|---|
| 2nd row | afreeman1@is.gd |
| 3rd row | emorgan2@altervista.org |
| 4th row | driley3@gmpg.org |
| 5th row | cburns4@miitbeian.gov.cn |
| Value | Count | Frequency (%) |
| jberryc@usatoday.com | 1 | 0.1% |
| dhudsone@blogger.com | 1 | 0.1% |
| bwillisf@bluehost.com | 1 | 0.1% |
| eandrewsg@cornell.edu | 1 | 0.1% |
| swallaceh@netvibes.com | 1 | 0.1% |
| clawsoni@vkontakte.ru | 1 | 0.1% |
| rbellj@bandcamp.com | 1 | 0.1% |
| dstevensk@cnet.com | 1 | 0.1% |
| lramosl@sourceforge.net | 1 | 0.1% |
| gbarnesm@google.ru | 1 | 0.1% |
| Other values (974) | 974 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1808 | 8.8% |
| e | 1544 | 7.5% |
| c | 1289 | 6.2% |
| a | 1233 | 6.0% |
| r | 1188 | 5.8% |
| m | 1173 | 5.7% |
| n | 1094 | 5.3% |
| . | 1071 | 5.2% |
| s | 1005 | 4.9% |
| @ | 984 | 4.8% |
| Other values (29) | 8243 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20632 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1808 | 8.8% |
| e | 1544 | 7.5% |
| c | 1289 | 6.2% |
| a | 1233 | 6.0% |
| r | 1188 | 5.8% |
| m | 1173 | 5.7% |
| n | 1094 | 5.3% |
| . | 1071 | 5.2% |
| s | 1005 | 4.9% |
| @ | 984 | 4.8% |
| Other values (29) | 8243 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20632 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1808 | 8.8% |
| e | 1544 | 7.5% |
| c | 1289 | 6.2% |
| a | 1233 | 6.0% |
| r | 1188 | 5.8% |
| m | 1173 | 5.7% |
| n | 1094 | 5.3% |
| . | 1071 | 5.2% |
| s | 1005 | 4.9% |
| @ | 984 | 4.8% |
| Other values (29) | 8243 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20632 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1808 | 8.8% |
| e | 1544 | 7.5% |
| c | 1289 | 6.2% |
| a | 1233 | 6.0% |
| r | 1188 | 5.8% |
| m | 1173 | 5.7% |
| n | 1094 | 5.3% |
| . | 1071 | 5.2% |
| s | 1005 | 4.9% |
| @ | 984 | 4.8% |
| Other values (29) | 8243 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.696 |
| Min length | 0 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Female |
| 4th row | Female |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| Female | 482 | |
| Male | 451 | |
| 67 | 6.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 482 | |
| male | 451 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1415 | |
| a | 933 | |
| l | 933 | |
| F | 482 | 10.3% |
| m | 482 | 10.3% |
| M | 451 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4696 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1415 | |
| a | 933 | |
| l | 933 | |
| F | 482 | 10.3% |
| m | 482 | 10.3% |
| M | 451 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4696 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1415 | |
| a | 933 | |
| l | 933 | |
| F | 482 | 10.3% |
| m | 482 | 10.3% |
| M | 451 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4696 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1415 | |
| a | 933 | |
| l | 933 | |
| F | 482 | 10.3% |
| m | 482 | 10.3% |
| M | 451 | 9.6% |
ip_address
Text
Unique 
| Distinct | 1000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 13.289 |
| Min length | 8 |
Unique
| Unique | 1000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.197.201.2 |
|---|---|
| 2nd row | 218.111.175.34 |
| 3rd row | 7.161.136.94 |
| 4th row | 140.35.109.83 |
| 5th row | 169.113.235.40 |
| Value | Count | Frequency (%) |
| 239.182.219.189 | 1 | 0.1% |
| 217.1.147.132 | 1 | 0.1% |
| 1.197.201.2 | 1 | 0.1% |
| 218.111.175.34 | 1 | 0.1% |
| 7.161.136.94 | 1 | 0.1% |
| 140.35.109.83 | 1 | 0.1% |
| 169.113.235.40 | 1 | 0.1% |
| 195.131.81.179 | 1 | 0.1% |
| 143.232.204.137 | 1 | 0.1% |
| 99.102.42.63 | 1 | 0.1% |
| Other values (990) | 990 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 3000 | |
| 1 | 2504 | |
| 2 | 1702 | |
| 4 | 913 | 6.9% |
| 3 | 871 | 6.6% |
| 5 | 852 | 6.4% |
| 0 | 703 | 5.3% |
| 9 | 699 | 5.3% |
| 8 | 690 | 5.2% |
| 7 | 687 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13289 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 3000 | |
| 1 | 2504 | |
| 2 | 1702 | |
| 4 | 913 | 6.9% |
| 3 | 871 | 6.6% |
| 5 | 852 | 6.4% |
| 0 | 703 | 5.3% |
| 9 | 699 | 5.3% |
| 8 | 690 | 5.2% |
| 7 | 687 | 5.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13289 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 3000 | |
| 1 | 2504 | |
| 2 | 1702 | |
| 4 | 913 | 6.9% |
| 3 | 871 | 6.6% |
| 5 | 852 | 6.4% |
| 0 | 703 | 5.3% |
| 9 | 699 | 5.3% |
| 8 | 690 | 5.2% |
| 7 | 687 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13289 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 3000 | |
| 1 | 2504 | |
| 2 | 1702 | |
| 4 | 913 | 6.9% |
| 3 | 871 | 6.6% |
| 5 | 852 | 6.4% |
| 0 | 703 | 5.3% |
| 9 | 699 | 5.3% |
| 8 | 690 | 5.2% |
| 7 | 687 | 5.2% |
cc
Text
| Distinct | 710 |
|---|---|
| Distinct (%) | 71.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 11.409 |
| Min length | 0 |
Unique
| Unique | 709 ? |
|---|---|
| Unique (%) | 70.9% |
Sample
| 1st row | 6759521864920116 |
|---|---|
| 2nd row | |
| 3rd row | 6767119071901597 |
| 4th row | 3576031598965625 |
| 5th row | 5602256255204850 |
| Value | Count | Frequency (%) |
| 3583136326049310 | 1 | 0.1% |
| 30475362189761 | 1 | 0.1% |
| 5100143489438123 | 1 | 0.1% |
| 3582151311470687 | 1 | 0.1% |
| 3573030625927601 | 1 | 0.1% |
| 3548019978887852 | 1 | 0.1% |
| 375696484097714 | 1 | 0.1% |
| 3554329250601579 | 1 | 0.1% |
| 5020868434918236 | 1 | 0.1% |
| 30392894850853 | 1 | 0.1% |
| Other values (699) | 699 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 1444 | |
| 3 | 1416 | |
| 6 | 1155 | |
| 0 | 1134 | |
| 4 | 1107 | |
| 2 | 1077 | |
| 7 | 1074 | |
| 1 | 1051 | |
| 8 | 994 | |
| 9 | 957 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11409 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1444 | |
| 3 | 1416 | |
| 6 | 1155 | |
| 0 | 1134 | |
| 4 | 1107 | |
| 2 | 1077 | |
| 7 | 1074 | |
| 1 | 1051 | |
| 8 | 994 | |
| 9 | 957 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11409 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1444 | |
| 3 | 1416 | |
| 6 | 1155 | |
| 0 | 1134 | |
| 4 | 1107 | |
| 2 | 1077 | |
| 7 | 1074 | |
| 1 | 1051 | |
| 8 | 994 | |
| 9 | 957 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11409 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 1444 | |
| 3 | 1416 | |
| 6 | 1155 | |
| 0 | 1134 | |
| 4 | 1107 | |
| 2 | 1077 | |
| 7 | 1074 | |
| 1 | 1051 | |
| 8 | 994 | |
| 9 | 957 |
country
Text
| Distinct | 120 |
|---|---|
| Distinct (%) | 12.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 7.507 |
| Min length | 4 |
Unique
| Unique | 37 ? |
|---|---|
| Unique (%) | 3.7% |
Sample
| 1st row | Indonesia |
|---|---|
| 2nd row | Canada |
| 3rd row | Russia |
| 4th row | China |
| 5th row | South Africa |
| Value | Count | Frequency (%) |
| china | 189 | 17.2% |
| indonesia | 97 | 8.8% |
| russia | 62 | 5.6% |
| philippines | 45 | 4.1% |
| brazil | 38 | 3.5% |
| portugal | 38 | 3.5% |
| france | 37 | 3.4% |
| poland | 35 | 3.2% |
| sweden | 25 | 2.3% |
| japan | 20 | 1.8% |
| Other values (131) | 515 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1076 | |
| i | 851 | 11.3% |
| n | 836 | 11.1% |
| e | 536 | 7.1% |
| s | 361 | 4.8% |
| o | 342 | 4.6% |
| r | 309 | 4.1% |
| h | 297 | 4.0% |
| l | 295 | 3.9% |
| d | 262 | 3.5% |
| Other values (41) | 2342 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7507 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1076 | |
| i | 851 | 11.3% |
| n | 836 | 11.1% |
| e | 536 | 7.1% |
| s | 361 | 4.8% |
| o | 342 | 4.6% |
| r | 309 | 4.1% |
| h | 297 | 4.0% |
| l | 295 | 3.9% |
| d | 262 | 3.5% |
| Other values (41) | 2342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7507 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1076 | |
| i | 851 | 11.3% |
| n | 836 | 11.1% |
| e | 536 | 7.1% |
| s | 361 | 4.8% |
| o | 342 | 4.6% |
| r | 309 | 4.1% |
| h | 297 | 4.0% |
| l | 295 | 3.9% |
| d | 262 | 3.5% |
| Other values (41) | 2342 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7507 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1076 | |
| i | 851 | 11.3% |
| n | 836 | 11.1% |
| e | 536 | 7.1% |
| s | 361 | 4.8% |
| o | 342 | 4.6% |
| r | 309 | 4.1% |
| h | 297 | 4.0% |
| l | 295 | 3.9% |
| d | 262 | 3.5% |
| Other values (41) | 2342 |
birthdate
Text
| Distinct | 788 |
|---|---|
| Distinct (%) | 78.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 10 |
| Mean length | 7.222 |
| Min length | 0 |
Unique
| Unique | 771 ? |
|---|---|
| Unique (%) | 77.1% |
Sample
| 1st row | 3/8/1971 |
|---|---|
| 2nd row | 1/16/1968 |
| 3rd row | 2/1/1960 |
| 4th row | 4/8/1997 |
| 5th row |
| Value | Count | Frequency (%) |
| 12/12/1983 | 2 | 0.2% |
| 10/7/1986 | 2 | 0.2% |
| 11/18/1958 | 2 | 0.2% |
| 4/10/1965 | 2 | 0.2% |
| 7/21/1986 | 2 | 0.2% |
| 10/5/1982 | 2 | 0.2% |
| 11/25/1998 | 2 | 0.2% |
| 3/7/2000 | 2 | 0.2% |
| 12/26/1966 | 2 | 0.2% |
| 12/11/2000 | 2 | 0.2% |
| Other values (781) | 787 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 1604 | |
| 1 | 1573 | |
| 9 | 1170 | |
| 2 | 559 | 7.7% |
| 8 | 426 | 5.9% |
| 6 | 419 | 5.8% |
| 7 | 381 | 5.3% |
| 5 | 313 | 4.3% |
| 0 | 280 | 3.9% |
| 3 | 253 | 3.5% |
| Other values (13) | 244 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| / | 1604 | |
| 1 | 1573 | |
| 9 | 1170 | |
| 2 | 559 | 7.7% |
| 8 | 426 | 5.9% |
| 6 | 419 | 5.8% |
| 7 | 381 | 5.3% |
| 5 | 313 | 4.3% |
| 0 | 280 | 3.9% |
| 3 | 253 | 3.5% |
| Other values (13) | 244 | 3.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| / | 1604 | |
| 1 | 1573 | |
| 9 | 1170 | |
| 2 | 559 | 7.7% |
| 8 | 426 | 5.9% |
| 6 | 419 | 5.8% |
| 7 | 381 | 5.3% |
| 5 | 313 | 4.3% |
| 0 | 280 | 3.9% |
| 3 | 253 | 3.5% |
| Other values (13) | 244 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| / | 1604 | |
| 1 | 1573 | |
| 9 | 1170 | |
| 2 | 559 | 7.7% |
| 8 | 426 | 5.9% |
| 6 | 419 | 5.8% |
| 7 | 381 | 5.3% |
| 5 | 313 | 4.3% |
| 0 | 280 | 3.9% |
| 3 | 253 | 3.5% |
| Other values (13) | 244 | 3.4% |
salary
Real number (ℝ)
Missing 
| Distinct | 932 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 68 |
| Missing (%) | 6.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 149005.36 |
| Minimum | 12380.49 |
|---|---|
| Maximum | 286592.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | 12380.49 |
|---|---|
| 5-th percentile | 26500.177 |
| Q1 | 81559.717 |
| median | 147274.52 |
| Q3 | 220103.46 |
| 95-th percentile | 274961.32 |
| Maximum | 286592.99 |
| Range | 274212.5 |
| Interquartile range (IQR) | 138543.75 |
Descriptive statistics
| Standard deviation | 79785.177 |
|---|---|
| Coefficient of variation (CV) | 0.53545173 |
| Kurtosis | -1.2105125 |
| Mean | 149005.36 |
| Median Absolute Deviation (MAD) | 68183.345 |
| Skewness | 0.039327608 |
| Sum | 1.3887299 × 108 |
| Variance | 6.3656744 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 38292.37 | 1 | 0.1% |
| 57194.86 | 1 | 0.1% |
| 123903.42 | 1 | 0.1% |
| 230451.15 | 1 | 0.1% |
| 69227.11 | 1 | 0.1% |
| 14247.62 | 1 | 0.1% |
| 186469.43 | 1 | 0.1% |
| 231067.84 | 1 | 0.1% |
| 27234.28 | 1 | 0.1% |
| 210001.95 | 1 | 0.1% |
| Other values (922) | 922 | |
| (Missing) | 68 | 6.8% |
| Value | Count | Frequency (%) |
| 12380.49 | 1 | |
| 12834.8 | 1 | |
| 13268.99 | 1 | |
| 13375.17 | 1 | |
| 13574.77 | 1 | |
| 13673.35 | 1 | |
| 14247.62 | 1 | |
| 14673.04 | 1 | |
| 15270.86 | 1 | |
| 15423.09 | 1 |
| Value | Count | Frequency (%) |
| 286592.99 | 1 | |
| 286061.25 | 1 | |
| 285036.95 | 1 | |
| 284737.57 | 1 | |
| 284728.99 | 1 | |
| 284608.82 | 1 | |
| 284300.15 | 1 | |
| 284062.49 | 1 | |
| 283771.86 | 1 | |
| 283517.64 | 1 |
title
Text
| Distinct | 182 |
|---|---|
| Distinct (%) | 18.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.9 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 26 |
| Mean length | 14.637 |
| Min length | 0 |
Unique
| Unique | 34 ? |
|---|---|
| Unique (%) | 3.4% |
Sample
| 1st row | Internal Auditor |
|---|---|
| 2nd row | Accountant IV |
| 3rd row | Structural Engineer |
| 4th row | Senior Cost Accountant |
| 5th row |
| Value | Count | Frequency (%) |
| engineer | 120 | 6.4% |
| assistant | 64 | 3.4% |
| analyst | 59 | 3.1% |
| manager | 58 | 3.1% |
| senior | 51 | 2.7% |
| i | 50 | 2.6% |
| ii | 48 | 2.5% |
| iv | 47 | 2.5% |
| iii | 45 | 2.4% |
| accountant | 40 | 2.1% |
| Other values (118) | 1306 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1384 | 9.5% |
| t | 1122 | 7.7% |
| n | 1119 | 7.6% |
| a | 1091 | 7.5% |
| 1085 | 7.4% | |
| i | 1056 | 7.2% |
| r | 937 | 6.4% |
| s | 832 | 5.7% |
| c | 686 | 4.7% |
| o | 684 | 4.7% |
| Other values (43) | 4641 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14637 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1384 | 9.5% |
| t | 1122 | 7.7% |
| n | 1119 | 7.6% |
| a | 1091 | 7.5% |
| 1085 | 7.4% | |
| i | 1056 | 7.2% |
| r | 937 | 6.4% |
| s | 832 | 5.7% |
| c | 686 | 4.7% |
| o | 684 | 4.7% |
| Other values (43) | 4641 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14637 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1384 | 9.5% |
| t | 1122 | 7.7% |
| n | 1119 | 7.6% |
| a | 1091 | 7.5% |
| 1085 | 7.4% | |
| i | 1056 | 7.2% |
| r | 937 | 6.4% |
| s | 832 | 5.7% |
| c | 686 | 4.7% |
| o | 684 | 4.7% |
| Other values (43) | 4641 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14637 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1384 | 9.5% |
| t | 1122 | 7.7% |
| n | 1119 | 7.6% |
| a | 1091 | 7.5% |
| 1085 | 7.4% | |
| i | 1056 | 7.2% |
| r | 937 | 6.4% |
| s | 832 | 5.7% |
| c | 686 | 4.7% |
| o | 684 | 4.7% |
| Other values (43) | 4641 |
comments
Text
| Distinct | 84 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 6 |
| Missing (%) | 0.6% |
| Memory size | 7.9 KiB |
Length
| Max length | 217 |
|---|---|
| Median length | 0 |
| Mean length | 4.1338028 |
| Min length | 0 |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | 1E+02 |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
| Value | Count | Frequency (%) |
| 39 | 8.7% | |
| 1.00 | 9 | 2.0% |
| touch | 9 | 2.0% |
| 1e+02 | 7 | 1.6% |
| 1e2 | 7 | 1.6% |
| etc/hosts | 5 | 1.1% |
| 💔 | 5 | 1.1% |
| 💓 | 5 | 1.1% |
| 💗 | 5 | 1.1% |
| 💖 | 5 | 1.1% |
| Other values (149) | 354 |
Most occurring characters
| Value | Count | Frequency (%) |
| 274 | 6.7% | |
| . | 209 | 5.1% |
| / | 135 | 3.3% |
| 9 | 98 | 2.4% |
| t | 87 | 2.1% |
| s | 86 | 2.1% |
| e | 80 | 1.9% |
| o | 67 | 1.6% |
| l | 65 | 1.6% |
| h | 56 | 1.4% |
| Other values (384) | 2952 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4109 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 274 | 6.7% | |
| . | 209 | 5.1% |
| / | 135 | 3.3% |
| 9 | 98 | 2.4% |
| t | 87 | 2.1% |
| s | 86 | 2.1% |
| e | 80 | 1.9% |
| o | 67 | 1.6% |
| l | 65 | 1.6% |
| h | 56 | 1.4% |
| Other values (384) | 2952 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4109 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 274 | 6.7% | |
| . | 209 | 5.1% |
| / | 135 | 3.3% |
| 9 | 98 | 2.4% |
| t | 87 | 2.1% |
| s | 86 | 2.1% |
| e | 80 | 1.9% |
| o | 67 | 1.6% |
| l | 65 | 1.6% |
| h | 56 | 1.4% |
| Other values (384) | 2952 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4109 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 274 | 6.7% | |
| . | 209 | 5.1% |
| / | 135 | 3.3% |
| 9 | 98 | 2.4% |
| t | 87 | 2.1% |
| s | 86 | 2.1% |
| e | 80 | 1.9% |
| o | 67 | 1.6% |
| l | 65 | 1.6% |
| h | 56 | 1.4% |
| Other values (384) | 2952 |
Interactions
Correlations
| gender | id | salary | |
|---|---|---|---|
| gender | 1.000 | 0.038 | 0.098 |
| id | 0.038 | 1.000 | 0.002 |
| salary | 0.098 | 0.002 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| registration_dttm | id | first_name | last_name | gender | ip_address | cc | country | birthdate | salary | title | comments | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2016-02-03 07:55:29 | 1 | Amanda | Jordan | ajordan0@com.com | Female | 1.197.201.2 | 6759521864920116 | Indonesia | 3/8/1971 | 49756.53 | Internal Auditor | 1E+02 |
| 1 | 2016-02-03 17:04:03 | 2 | Albert | Freeman | afreeman1@is.gd | Male | 218.111.175.34 | Canada | 1/16/1968 | 150280.17 | Accountant IV | ||
| 2 | 2016-02-03 01:09:31 | 3 | Evelyn | Morgan | emorgan2@altervista.org | Female | 7.161.136.94 | 6767119071901597 | Russia | 2/1/1960 | 144972.51 | Structural Engineer | |
| 3 | 2016-02-03 00:36:21 | 4 | Denise | Riley | driley3@gmpg.org | Female | 140.35.109.83 | 3576031598965625 | China | 4/8/1997 | 90263.05 | Senior Cost Accountant | |
| 4 | 2016-02-03 05:05:31 | 5 | Carlos | Burns | cburns4@miitbeian.gov.cn | 169.113.235.40 | 5602256255204850 | South Africa | NaN | ||||
| 5 | 2016-02-03 07:22:34 | 6 | Kathryn | White | kwhite5@google.com | Female | 195.131.81.179 | 3583136326049310 | Indonesia | 2/25/1983 | 69227.11 | Account Executive | |
| 6 | 2016-02-03 08:33:08 | 7 | Samuel | Holmes | sholmes6@foxnews.com | Male | 232.234.81.197 | 3582641366974690 | Portugal | 12/18/1987 | 14247.62 | Senior Financial Analyst | |
| 7 | 2016-02-03 06:47:06 | 8 | Harry | Howell | hhowell7@eepurl.com | Male | 91.235.51.73 | Bosnia and Herzegovina | 3/1/1962 | 186469.43 | Web Developer IV | ||
| 8 | 2016-02-03 03:52:53 | 9 | Jose | Foster | jfoster8@yelp.com | Male | 132.31.53.61 | South Korea | 3/27/1992 | 231067.84 | Software Test Engineer I | 1E+02 | |
| 9 | 2016-02-03 18:29:47 | 10 | Emily | Stewart | estewart9@opensource.org | Female | 143.28.251.245 | 3574254110301671 | Nigeria | 1/28/1997 | 27234.28 | Health Coach IV |
| registration_dttm | id | first_name | last_name | gender | ip_address | cc | country | birthdate | salary | title | comments | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 990 | 2016-02-03 20:31:10 | 991 | Russell | Hunt | rhuntri@yahoo.co.jp | Male | 216.75.221.150 | 3528271233562473 | Canada | 6/8/1970 | 124353.04 | GIS Technical Architect | |
| 991 | 2016-02-03 08:35:53 | 992 | Martha | Howard | mhowardrj@cdc.gov | Female | 158.184.80.14 | 3566576585892705 | Poland | 7/18/2000 | 158522.84 | Paralegal | |
| 992 | 2016-02-03 11:48:54 | 993 | Patricia | Henderson | phendersonrk@delicious.com | Female | 4.2.237.115 | 4041374756559 | Indonesia | 2/16/1960 | 166651.78 | Programmer Analyst IV | |
| 993 | 2016-02-03 01:14:13 | 994 | Carol | Williams | cwilliamsrl@army.mil | Female | 53.242.60.20 | France | 1/5/1988 | 120933.54 | Recruiter | ||
| 994 | 2016-02-03 00:18:26 | 995 | Jose | Mccoy | jmccoyrm@elpais.com | Male | 117.37.215.98 | 560222933605513180 | Norway | 7/30/1987 | 275898.37 | Graphic Designer | |
| 995 | 2016-02-03 10:30:59 | 996 | Dennis | Harris | dharrisrn@eepurl.com | Male | 178.180.111.236 | 374288806662929 | Greece | 7/8/1965 | 263399.54 | Editor | |
| 996 | 2016-02-03 17:16:53 | 997 | Gloria | Hamilton | ghamiltonro@rambler.ru | Female | 71.50.39.137 | China | 4/22/1975 | 83183.54 | VP Product Management | ||
| 997 | 2016-02-03 05:02:20 | 998 | Nancy | Morris | nmorrisrp@ask.com | 6.188.121.221 | 3553564071014997 | Sweden | 5/1/1979 | NaN | Junior Executive | ||
| 998 | 2016-02-03 02:41:32 | 999 | Annie | Daniels | adanielsrq@squidoo.com | Female | 97.221.132.35 | 30424803513734 | China | 10/9/1991 | 18433.85 | Editor | |
| 999 | 2016-02-03 09:52:18 | 1000 | Julie | Meyer | jmeyerrr@flavors.me | Female | 217.1.147.132 | 374288099198540 | China | 222561.13 |